Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 1.230556 1.499629 1.841999 2.321707 2.997571 3.951710 5.474332
2025-02-16 0.840331 1.119701 1.527305 2.204121 3.392516 5.628638 11.002684
2025-02-23 0.674274 0.954295 1.404084 2.254177 4.053059 8.542510 26.564812
2025-03-02 0.579762 0.859248 1.343507 2.363860 4.928018 13.586199 88.154395
2025-03-09 0.502555 0.769394 1.257687 2.374961 5.608846 20.190394 434.684826
2025-03-16 0.435254 0.680947 1.147515 2.278906 5.920032 26.983633 6100.506172
2025-03-23 0.400438 0.643184 1.125714 2.385932 7.072067 47.527048 NaN
2025-03-30 0.365782 0.599075 1.079023 2.406979 7.976306 80.386007 NaN
2025-04-06 0.331941 0.551062 1.012871 2.344990 8.468119 124.953961 NaN
2025-04-13 0.304653 0.512082 0.959127 2.300443 9.051863 213.392271 NaN
2025-04-20 0.294069 0.505074 0.978055 2.502035 11.648669 1108.526721 NaN
2025-04-27 0.280472 0.489769 0.973483 2.624069 14.181023 31295.243497 NaN
2025-05-04 0.262004 0.462316 0.934357 2.606485 15.641909 NaN NaN
2025-05-11 0.242481 0.430549 0.878959 2.504163 16.075909 NaN NaN
2025-05-18 0.231146 0.415479 0.865268 2.572222 19.066895 NaN NaN
2025-05-25 0.222900 0.406268 0.865727 2.706412 24.149494 NaN NaN
2025-06-01 0.211928 0.389626 0.842349 2.720254 27.636706 NaN NaN
2025-06-08 0.198622 0.366359 0.796410 2.604267 27.880160 NaN NaN
2025-06-15 0.192711 0.359704 0.797856 2.733644 36.045563 NaN NaN
2025-06-22 0.184807 0.347567 0.780979 2.759142 42.252880 NaN NaN
2025-06-29 0.175420 0.331095 0.748571 2.684108 44.365429 NaN NaN
2025-07-06 0.167247 0.316923 0.721465 2.630284 47.532876 NaN NaN
2025-07-13 0.165384 0.317850 0.741669 2.874505 74.862736 NaN NaN